Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front. - Yu Chen 001; Xiufen Zou; Weicheng Xie 001 (Inf. Sci., 2011)

Iteration and optimization scheme for the reconstruction of 3D surfaces based on non-uniform rational B-splines. - Wei-Cheng Xie 001; Xiu-Fen Zou; Jian-Dong Yang; Jie-Bin Yang (Comput. Aided Des., 2012)

A triangulation-based hole patching method using differential evolution. - Wei-Cheng Xie 001; Xiu-Fen Zou (Comput. Aided Des., 2013)

Diversity-maintained differential evolution embedded with gradient-based local search. - Weicheng Xie 001; Wei Yu 009; Xiufen Zou (Soft Comput., 2013)

How can surrogates influence the convergence of evolutionary algorithms? - Yu Chen 001; Weicheng Xie 001; Xiufen Zou (Swarm Evol. Comput., 2013)

A binary differential evolution algorithm learning from explored solutions. - Yu Chen 001; Weicheng Xie 001; Xiufen Zou (Neurocomputing, 2015)

Sample Diversity, Discriminative and Comprehensive Dictionary Learning for Face Recognition. - Guojun Lin; Meng Yang 001; Linlin Shen; Weicheng Xie 001; Zhonglong Zheng (CCBR, 2016)

Fusing 3D Gabor and Block-Wise Spatial Features for Hyperspectral Palmprint Recognition. - Mian Li 003; Weicheng Xie 001; Linlin Shen (CCBR, 2017)

Active AU Based Patch Weighting for Facial Expression Recognition. - Weicheng Xie 001; Linlin Shen; Meng Yang 001; Zhihui Lai 001 (Sensors, 2017)

A Novel Transient Wrinkle Detection Algorithm and Its Application for Expression Synthesis. - Weicheng Xie 001; Linlin Shen; Jianmin Jiang (IEEE Trans. Multim., 2017)

Hand-Crafted Feature Guided Deep Learning for Facial Expression Recognition. - Guohang Zeng; Jiancan Zhou; Xi Jia; Weicheng Xie 001; Linlin Shen (FG, 2018)

OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional. - Jinming Duan 001; Weicheng Xie 001; Ryan Wen Liu; Christopher R. Tench; Irene Gottlob; Frank Proudlock; Li Bai 001 (ShapeMI@MICCAI, 2018)

Open snake model based on global guidance field for embryo vessel location. - Weicheng Xie 001; Jinming Duan 001; Linlin Shen; Yuexiang Li; Meng Yang 001; Guojun Lin (IET Comput. Vis., 2018)

Facial expression synthesis with direction field preservation based mesh deformation and lighting fitting based wrinkle mapping. - Weicheng Xie 001; Linlin Shen; Meng Yang 001; Jianmin Jiang (Multim. Tools Appl., 2018)

Robust, discriminative and comprehensive dictionary learning for face recognition. - Guojun Lin; Meng Yang 001; Jian Yang 003; Linlin Shen; Weicheng Xie 001 (Pattern Recognit., 2018)

Clustering-Based Adaptive Dropout for CNN-Based Classification. - Zhiwei Wen; Zhiwei Ke; Weicheng Xie 001; Linlin Shen (ACPR (1), 2019)

Disentangled Feature Based Adversarial Learning for Facial Expression Recognition. - Mengchao Bai; Weicheng Xie 001; Linlin Shen (ICIP, 2019)

Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition. - Yi Tian; Zhiwei Wen; Weicheng Xie 001; Xi Zhang; Linlin Shen; Jinming Duan 001 (ICIP, 2019)

Adversarial Feature Distillation for Facial Expression Recognition. - Mengchao Bai; Xi Jia; Weicheng Xie 001; Linlin Shen (PRICAI (3), 2019)

Sparse deep feature learning for facial expression recognition. - Weicheng Xie 001; Xi Jia; Linlin Shen; Meng Yang 001 (Pattern Recognit., 2019)

Group-Wise Dynamic Dropout Based on Latent Semantic Variations. - Zhiwei Ke; Zhiwei Wen; Weicheng Xie 001; Yi Wang 017; Linlin Shen (AAAI, 2020)

Geometry Constrained Weakly Supervised Object Localization. - Weizeng Lu; Xi Jia; Weicheng Xie 001; Linlin Shen; Yicong Zhou; Jinming Duan 001 (ECCV (26), 2020)

Feature map masking based single-stage face detection. - Xi Zhang; Junliang Chen 002; Weicheng Xie 001; Linlin Shen (IJCB, 2020)

Group-wise Feature Orthogonalization and Suppression for GAN based Facial Attribute Translation. - Zhiwei Wen; Haoqian Wu; Weicheng Xie 001; Linlin Shen (ICPR, 2020)

Imperceptible adversarial attack with entropy feature and segmentation-based constraint. - Rongdong Li; Qinliang Lin; Yinglong Fu; Weicheng Xie 001; Linlin Shen (ICCPR, 2021)

Group-wise Inhibition based Feature Regularization for Robust Classification. - Haozhe Liu; Haoqian Wu; Weicheng Xie 001; Feng Liu 013; Linlin Shen (ICCV, 2021)

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures. - Luyan Liu; Zhiwei Wen; Songwei Liu; Hong-Yu Zhou; Hongwei Zhu; Weicheng Xie 001; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

Surrogate network-based sparseness hyper-parameter optimization for deep expression recognition. - Weicheng Xie 001; Wenting Chen; Linlin Shen; Jinming Duan 001; Meng Yang 001 (Pattern Recognit., 2021)

Adaptive Weighting of Handcrafted Feature Losses for Facial Expression Recognition. - Weicheng Xie 001; Linlin Shen; Jinming Duan 001 (IEEE Trans. Cybern., 2021)

Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition. - Fan Yang; Weicheng Xie 001; Tao Zhong; Jingyu Hu; Linlin Shen (CCBR, 2022)

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity. - Cheng Luo; Qinliang Lin; Weicheng Xie 001; Bizhu Wu; Jinheng Xie; Linlin Shen (CVPR, 2022)

Scene Consistency Representation Learning for Video Scene Segmentation. - Haoqian Wu; Keyu Chen; Yanan Luo; Ruizhi Qiao; Bo Ren 002; Haozhe Liu; Weicheng Xie 001; Linlin Shen (CVPR, 2022)

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition. - Cheng Luo; Siyang Song; Weicheng Xie 001; Linlin Shen; Hatice Gunes (IJCAI, 2022)

Scale-free Photo-realistic Adversarial Pattern Attack. - Xiangbo Gao; Weicheng Xie 001; Minmin Liu; Cheng Luo; Qinliang Lin; Linlin Shen; Keerthy Kusumam; Siyang Song (CoRR, 2022)

GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features. - Siyang Song; Yuxin Song; Cheng Luo; Zhiyuan Song; Selim Kuzucu; Xi Jia; Zhijiang Guo; Weicheng Xie 001; Linlin Shen; Hatice Gunes (CoRR, 2022)

Triplet Loss With Multistage Outlier Suppression and Class-Pair Margins for Facial Expression Recognition. - Weicheng Xie 001; Haoqian Wu; Yi Tian; Mengchao Bai; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection. - Zihan Wang 005; Siyang Song; Cheng Luo; Yuzhi Zhou; Shiling Wu; Weicheng Xie 001; Linlin Shen (CVPR Workshops, 2023)

Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition. - Xilin He; Qinliang Lin; Cheng Luo; Weicheng Xie 001; Siyang Song; Feng Liu 013; Linlin Shen (ICCV, 2023)

Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style. - Wenya Lu; Zhibin Peng; Cheng Luo; Weicheng Xie 001; Jiajun Wen 001; Zhihui Lai 001; Linlin Shen (ICIP, 2023)

Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning. - Yuanbo Hou; Siyang Song; Cheng Luo; Andrew Mitchell; Qiaoqiao Ren; Weicheng Xie 001; Jian Kang 002; Wenwu Wang 001; Dick Botteldooren (INTERSPEECH, 2023)

Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection. - Zihan Wang 005; Siyang Song; Cheng Luo; Yuzhi Zhou; Shiling Wu; Weicheng Xie 001; Linlin Shen (CoRR, 2023)

ReactFace: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions. - Cheng Luo; Siyang Song; Weicheng Xie 001; Micol Spitale; Linlin Shen; Hatice Gunes (CoRR, 2023)

MRecGen: Multimodal Appropriate Reaction Generator. - Jiaqi Xu; Cheng Luo; Weicheng Xie 001; Linlin Shen; Xiaofeng Liu; Lu Liu 001; Hatice Gunes; Siyang Song (CoRR, 2023)

Consistency Preservation and Feature Entropy Regularization for GAN Based Face Editing. - Weicheng Xie 001; Wenya Lu; Zhibin Peng; Linlin Shen (IEEE Trans. Multim., 2023)

Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping. - Qinliang Lin; Cheng Luo; Zenghao Niu; Xilin He; Weicheng Xie 001; Yuanbo Hou; Linlin Shen; Siyang Song (AAAI, 2024)

Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition. - Zihan Wang 005; Siyang Song; Cheng Luo; Songhe Deng; Weicheng Xie 001; Linlin Shen (CVPR, 2024)

MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise. - Qingzheng Huang; Xilin He; Xiaole Xian; Qinliang Lin; Weicheng Xie 001; Siyang Song; Linlin Shen; Zitong Yu (ECCV (71), 2024)

AUFormer: Vision Transformers Are Parameter-Efficient Facial Action Unit Detectors. - Kaishen Yuan; Zitong Yu; Xin Liu 012; Weicheng Xie 001; Huanjing Yue; Jingyu Yang 002 (ECCV (50), 2024)

Expression-Aware Masking and Progressive Decoupling for Cross-Database Facial Expression Recognition. - Tao Zhong; Xiaole Xian; Zihan Wang 005; Weicheng Xie 001; Linlin Shen (FG, 2024)

Scale-Free And Task-Generic Attack: Generating Photo-Realistic Adversarial Patterns With Patch Quilting Generator. - Xiangbo Gao; Qinliang Lin; Cheng Luo; Weicheng Xie 001; Linlin Shen; Keerthy Kusumam; Siyang Song (ICASSP, 2024)

Circular Decomposition and Cross-Modal Recombination for Multimodal Sentiment Analysis. - Haijian Liang; Weicheng Xie 001; Xilin He; Siyang Song; Linlin Shen (ICASSP, 2024)

MERG: Multi-Dimensional Edge Representation Generation Layer for Graph Neural Networks. - Yuxin Song; Cheng Luo; Aaron Jackson; Xi Jia; Weicheng Xie 001; Linlin Shen; Hatice Gunes; Siyang Song (ICASSP, 2024)

CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition. - Junliang Zhang; Xu Liu; Yu Liang; Xiaole Xian; Weicheng Xie 001; Linlin Shen; Siyang Song (IJCB, 2024)

PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation. - Hengde Zhu; Xiangyu Kong; Weicheng Xie 001; Xin Huang; Linlin Shen; Lu Liu 001; Hatice Gunes; Siyang Song (ACM Multimedia, 2024)

Towards Combating Frequency Simplicity-biased Learning for Domain Generalization. - Xilin He; Jingyu Hu; Qinliang Lin; Cheng Luo; Weicheng Xie 001; Siyang Song; Muhammad Haris Khan; Linlin Shen (NeurIPS, 2024)

EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning. - Bohao Xing; Zitong Yu; Xin Liu 012; Kaishen Yuan; Qilang Ye; Weicheng Xie 001; Huanjing Yue; Jing-Yu Yang 002; Heikki Kälviäinen (CoRR, 2024)

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model. - Yuhao Wang; Chao Hao; Yawen Cui; Xinqi Su; Weicheng Xie 001; Tao Tan 002; Zitong Yu (CoRR, 2024)

SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency. - Yiping Xie; Zitong Yu; Bingjie Wu; Weicheng Xie 001; Linlin Shen (CoRR, 2024)

SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data. - Xilin He; Cheng Luo; Xiaole Xian; Bing Li 024; Siyang Song; Muhammad Haris Khan; Weicheng Xie 001; Linlin Shen; Zongyuan Ge (CoRR, 2024)

BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing. - Yingjie Ma; Zitong Yu; Xun Lin; Weicheng Xie 001; Linlin Shen (CoRR, 2024)

Network characteristics adaption and hierarchical feature exploration for robust object recognition. - Weicheng Xie 001; Cheng Luo; Gui Wang; Linlin Shen; Zhihui Lai 001; Siyang Song (Pattern Recognit., 2024)

Generative Imperceptible Attack With Feature Learning Bias Reduction and Multi-Scale Variance Regularization. - Weicheng Xie 001; Zenghao Niu; Qinliang Lin; Siyang Song; Linlin Shen (IEEE Trans. Inf. Forensics Secur., 2024)

Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition. - Weicheng Xie 001; Zhibin Peng; Linlin Shen; Wenya Lu; Yang Zhang 012; Siyang Song (IEEE Trans. Image Process., 2024)

MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models. - Xilin He; Haijian Liang; Boyi Peng; Weicheng Xie 001; Muhammad Haris Khan; Siyang Song; Zitong Yu (AAAI, 2025)

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing. - Xiaole Xian; Xilin He; Zenghao Niu; Junliang Zhang; Weicheng Xie 001; Siyang Song; Zitong Yu; Linlin Shen (AAAI, 2025)

PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation. - Hengde Zhu; Xiangyu Kong; Weicheng Xie 001; Xin Huang; Xilin He; Lu Liu 001; Linlin Shen; Wei Zhang; Hatice Gunes; Siyang Song (AAAI, 2025)

DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis. - Kaijun Deng; Dezhi Zheng; Jindong Xie; Jinbao Wang; Weicheng Xie 001; Linlin Shen; Siyang Song (ICASSP, 2025)

Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-Spoofing. - Yingjie Ma; Zitong Yu; Xun Lin; Weicheng Xie 001; Linlin Shen (ICASSP, 2025)

DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance. - Liang Sun; Yang Zhang 012; Weizhao He; Jiajun Wen 001; Linlin Shen; Weicheng Xie 001 (ICLR, 2025)

Towards Robust Training via Gradient-Diversified Backpropagation. - Xilin He; Cheng Luo; Qinliang Lin; Weicheng Xie 001; Muhammad Haris Khan; Siyang Song; Linlin Shen (WACV, 2025)

Self-inferring incomplete multi-view clustering. - Junjun Fan; Zeqi Ma; Jiajun Wen 001; Zhihui Lai 001; Wei-Cheng Xie 001; Wai Keung Wong (IET Comput. Vis., 2025)

SymGraphAU: Prior knowledge based symbolic graph for action unit recognition. - Wei-Cheng Xie 001; Fan Yang; Junliang Zhang; Siyang Song; Linlin Shen; Zitong Yu; Cheng Luo (Pattern Recognit., 2025)

Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification. - Wennuo Yang; Shiling Wu; Yuzhi Zhou; Cheng Luo; Xilin He; Weicheng Xie 001; Linlin Shen; Siyang Song (CoRR, 2025)

SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning. - Xiaole Xian; Zhichao Liao; Qingyu Li; Wenyu Qin; Pengfei Wan 001; Weicheng Xie 001; Long Zeng 001; Linlin Shen; Pingfa Feng (CoRR, 2025)

PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing. - Yiping Xie; Bo Zhao; Mingtong Dai; Jian-Ping Zhou; Yue Sun; Tao Tan 002; Weicheng Xie 001; Linlin Shen; Zitong Yu (CoRR, 2025)

Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing. - Yingjie Ma; Xun Lin; Zitong Yu; Xin Liu 012; Xiaochen Yuan; Weicheng Xie 001; Linlin Shen (CoRR, 2025)

Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking. - Pujun Xue; Junyi Ge; Xiaotong Jiang; Siyang Song; Zijian Wu; Yupeng Huo; Weicheng Xie 001; Linlin Shen; Xiaoqin Zhou; Xiaofeng Liu; Min Gu (CoRR, 2025)

ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions. - Cheng Luo; Siyang Song; Wei-Cheng Xie 001; Micol Spitale; Zongyuan Ge; Linlin Shen; Hatice Gunes (IEEE Trans. Vis. Comput. Graph., 2025)

Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategy. - Shiling Wu; Siyang Song; Songhe Deng; Weicheng Xie 001; Linlin Shen (Inf. Fusion, 2026)